The vibrant colors of the market, usually a source of joy for him, now seemed to taunt him. He observed Sophie effortlessly ordering from a street vendor in perfect Japanese. Liam's chest tightened, a vise squeezing the breath from him. He couldn’t look away.

He’d always held the role of the cultural interpreter, the one who navigated the intricacies of his Japanese heritage for Sophie. Now, it felt like she had become independent of him. She seemed so perfectly at ease.

He excused himself to the bathroom, and the bright market sounds seemed muffled. Leaning against the cold tile, he tried to catch his breath.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229